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July 20, 2026
Scientists Create Open Dataset for Studying Concentration
A team of Russian researchers, including scientists from HSE University–St Petersburg, has developed the first open multimodal dataset containing recordings of brain activity, heart function, and video observations to help researchers understand what happens in the human brain during deep concentration. In the future, the dataset could accelerate the development of neural interfaces, rehabilitation technologies, and AI systems. The article has been published in Scientific Data.
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FrameBank: a database of Russian lexical constructions

Ch. 34. P. 337–348.
Lyashevskaya O., Kashkin E.

Russian FrameBank is a bank of annotated samples from the Russian National Corpus which documents the use of lexical constructions (e.g. argument constructions of verbs and nouns). FrameBank belongs to FrameNet-oriented resources, but unlike Berkeley FrameNet it focuses more on the morphosyntactic and semantic features of individual lexemes rather than the generalized frames, following the theoretical approaches of Construction Grammar (Ch. Fillmore, A. Goldberg, etc.) and of Moscow Semantic School (Ju. D. Apresjan, E. V. Paducheva, etc.).

Language: English
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Keywords: Russian languagecorpus linguisticsConstruction Grammarpolysemysemantic rolesmorphosyntaxframes

In book

Analysis of Images, Social Networks and Texts. 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected Papers
Analysis of Images, Social Networks and Texts. 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected Papers
Vol. 542: Series: Communications in Computer and Information Science. , Switzerland: Springer, 2015.
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